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Earl Patrick Macalam

Currently searching for a position that allows me to use statistical tools leveraging a combination of data visualization, data analysis, statistical analysis, and mathematical modeling to help people explore and understand their data in useful ways.

Education

MS Statistics

University of the Philippines

Diliman, Quezon City

Present - 2018

Thesis Stage

Relevant Coursework: Statistical Software, Business Analytics, The Practice of Statistics, Cases in Statistical Consulting, Nonparametric Methods, Probability Theory, Data Mining, Computational Statistics

BS Mathematics

Mindanao State University

General Santos City

2018 - 2014

Thesis: On the necessary and sufficient condition that an element \(\alpha + b\omega\) in \(\mathbb{Z}[\omega]\) is Eisenstein prime

Online Courses and Webinars

Machine Learning for Data Science

Free webinar on machine learning.

N/A

Novermber 14, 2020

Machine learning concepts, techniques, and methods.

R Beyond RAM / R on the Cloud

R User Group - Philippines (Webinar)

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July 22, 2020

Tackle R’s limitation in handling large datasets and in-memory operations, confined within our RAM, tips and tricks on how to go beyond our RAM.

Data Science Specialization by Jhons Hopkins University

Coursera free online course

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Concepts and tools needed in the entire data science pipeline, inferences, modelling, data visualization, and publishing results.

Python & Machine Learning for Financial Analysis

Udemy free online course

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Python programming fundamentals and application to solve real world finance and banking problems using machine learning.

I have also knowledge on handling time series data using R and Python.

Selected Writing

On Relative Fit Evaluation of C-G-DINA and C-DINA Models

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Model comparison of two cognitive diagnosis model using various fit statistics on simulated data by R.

An analysis on GDP and Self-rated Poverty

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Investigating the relationship between self-rated poverty and GDP using the economic data obtained from World Bank and SWS by various statistical analysis.

Data Analysis on Shopping Data

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Data visualization, data wrangling, and data analysis on shopping data as an application to various statiscal tools, e.g, R, SAS, and Python.

On my free time, I do data analysis exercises on data from Kaggle. https://github.com/EarlMacalam/Data-Wrangling-Exercises

Seminars and Lectures Attended

Statistics in Real Life: A Telco Example

Lecture Hall 1

UP - School of Statistics

March 5, 2020

Testing the Hypothesis “X is necessary but not sufficient for Y”

Lecture Hall 1

UP - School of Statistics

August 30, 2019

Professorial Chair Lecture Series

Saan Ka Lulugar?: Exploring the Spatial Scatter of Competing Business Center Towards Optimizing Future Branch Locations

Lecture Hall 1

UP - School of Statistics

August 29, 2019

Professorial Chair Lecture Series

Implementing Surveys via Computer-Assisted Personal Interview (CAPI) and Computer-Assisted Web Interview (CAWI) using CSPro and Survey Solutions

Lecture Hall 1

UP - School of Statistics

August 28, 2019

Professorial Chair Lecture Series

Understanding Variabili-tea in Text Data: Application of Text Analytics on Social Media Data

Lecture Hall 1

UP - School of Statistics

August 28, 2019

Professorial Chair Lecture Series

Spectral and Heritability Analysis of EEG Time Series data using a Nested Dirichlet Process

Lecture Hall 1

UP - School of Statistics

August 28, 2019

Colloquium on the Statistical Sciences

Data Processing and Statistical Analysis

Science & Technology Training Center

MSU - GenSan

October 4, 2017

An Introduction on Graphs and Domination Theory

Science & Technology Training Center

MSU - GenSan

September 6, 2017

Seminar on Latex Application

Science & Technology Training Center

MSU - GenSan

August 17, 2017

Organizations

Organization of Mathematics and Natural Sciences Students

Member

MSU - GenSan

2018 - 2014

Society of Mathematics Students

Member

MSU - GenSan

2018 - 2014

Awards and Scholarships

Commission on Higher Education (CHED) Scholar

Mindanao State University - GenSan

N/A

2018 - 2014

Department of Science and Technology Accelerated Science and Technology Human Resources Development Program (DOST-ASTHRDP) Scholar

University of the Philippines - Diliman

N/A

2020 - 2018

Wizard’s Night 2k18 Mathematician of the Year

Mindanao State University - GenSan

N/A

March 16, 2018